Python MCP Server - Documentation Search

@sawantudayan

代码仓库

基本信息

分类

搜索

许可证

MIT

传输方式

stdio

作者

sawantudayan

关于 Python MCP Server - Documentation Search

MCP (Model Context Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search results and extracts the relevant documentation from the web using HTTP requests and

#openai #langchain #mcp-server #mcp-tools

Python MCP Server - Documentation Search 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "document-search-mcp-server": {
      "command": "uv",
      "args": [
        "run",
        "main.py"
      ]
    }
  }
}

Python MCP Server - Documentation Search 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Python MCP Server - Documentation Search?

Python MCP Server - Documentation Search is a Minimal Command Protocol (MCP) server that lets users search documentation from popular libraries (LangChain, LlamaIndex, and OpenAI) using the Serper API. It fetches search results and extracts the relevant web page text with HTTP requests and BeautifulSoup.

How to use Python MCP Server - Documentation Search?

Install Python dependencies, set up a .env file with your Serper API key, and run uv run main.py. Then, from an interactive MCP client, invoke the get_docs tool with a query and library name (e.g., get_docs("Chroma DB", "langchain")).

Key features of Python MCP Server - Documentation Search

Supports documentation search for LangChain, LlamaIndex, and OpenAI.
Uses Serper API for web searches.
Extracts and returns text from relevant documentation pages.
Can be used interactively through the MCP protocol.
Includes a dummy_tool to confirm the server is running.

Use cases of Python MCP Server - Documentation Search

Search for specific topics in LangChain documentation (e.g., "Chroma DB").
Retrieve latest documentation content from LlamaIndex.
Look up OpenAI library documentation via a unified interface.

常见问题

What dependencies are required?

Python 3.12 or higher, plus the Serper API key, MCP library, BeautifulSoup4, and httpx.

How do I fix a missing API key error?

Make sure the Serper API key is set correctly in the `.env` file. The server will error if it is missing.

What should I do if searches or URL fetches time out?

Try increasing the timeout values or check your network connectivity. Timeout issues can occur during searches or page fetches.

Which libraries are available for documentation search?

LangChain (langchain.com), LlamaIndex (llamaindex.ai), and OpenAI (platform.openai.com).

What tools does the server provide?

Two tools: `dummy_tool` (simple health check) and `get_docs` (fetches documentation for a given query and library).

搜索分类下的更多 MCP 服务器

QuanticData — Web Scraping MCP Server

QuanticData

Web scraping MCP server for AI agents: scrape any page to clean Markdown, SERP search (Google, Bing, DuckDuckGo), site crawl and map, 74 ready-made collectors and residential proxies. 25 tools, pay per success.

CueHQ

Russell Shen

CueHQ's MCP server gives your agent the Reddit, X, YouTube and TikTok threads where people ask for what you sell, ranked and deduplicated, with reply drafts in your voice that keep learning from your edits. It's for deve

Gemini MCP

houtini-ai

Google Gemini MCP - Use Google's visual, video and chat capabilities in your AI Assistant. Uses MCP Apps to preview created images, landing pages, SVGs and video

VarynForge

VarynForge is an SEO research SaaS that exposes its full workflow as MCP tools. Connect once from Claude Desktop, Claude Code, Cursor, Codex or any MCP host, then ask your agent to set up a project, hand it your article

Sorank

Thibault Besson-Magdelain

Sorank connects Google Search Console, PageSpeed Insights, and AI citability scoring to your assistant, so it can diagnose why a page underperforms and tell you exactly what to change. Sorank gives your AI assistant dir